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\u4e86\u89e3\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u6838\u5fc3\u80fd\u529b<\/strong> <\/p>\n\n

\u5305\u62ec LLM \u5728\u5185\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4e3a\u5904\u7406\u548c\u751f\u6210\u6587\u672c\u5e26\u6765\u4e86\u9769\u547d\u6027\u7684\u80fd\u529b\u3002\u4e00\u4e2a “\u5c0f\u578b “LLM \u53ef\u4ee5\u5904\u7406 500 \u4ebf\u4e2a\u53c2\u6570\uff0c\u800c\u50cf GPT-4 \u8fd9\u6837\u7684\u9ad8\u7ea7\u6a21\u578b\u53ef\u4ee5\u5904\u7406\u8d85\u8fc7\u4e00\u4e07\u4ebf\u4e2a\u53c2\u6570\uff0c\u8fd9\u53ef\u80fd\u4f1a\u8ba9\u4eba\u611f\u5230\u656c\u754f\uff0c\u4f46\u6211\u4eec\u5fc5\u987b\u4fdd\u6301\u6e05\u9192\u7684\u5934\u8111\u3002\u5c3d\u7ba1\u6709\u8fd9\u4e9b\u6570\u5b57\uff0c\u4f46\u4eba\u7c7b\u5927\u8111\u7684 100 \u4e07\u4ebf\u4e2a\u8fde\u63a5\u5728\u590d\u6742\u6027\u4e0a\u4ecd\u7136\u8ba9\u4eba\u5de5\u667a\u80fd\u76f8\u5f62\u89c1\u7ecc\u3002\u4e0d\u8fc7\uff0c\u8fd9\u5e76\u4e0d\u4f1a\u524a\u5f31 LLM \u7684\u53d8\u9769\u529b\u91cf\u3002 <\/p>\n\n

LLM \u64c5\u957f\u7406\u89e3\u548c\u751f\u6210\u81ea\u7136\u8bed\u8a00\uff0c\u89e3\u91ca\u975e\u7ed3\u6784\u5316\u6587\u672c\uff0c\u5e76\u4ee5\u4e0e\u4e0a\u4e0b\u6587\u76f8\u5173\u7684\u65b9\u5f0f\u505a\u51fa\u53cd\u5e94\u3002\u5b83\u4eec\u5728\u5f52\u7eb3\u548c\u538b\u7f29\u6587\u4ef6\u3001\u7ffb\u8bd1\u8bed\u8a00\u548c\u8bc6\u522b\u6a21\u5f0f\u65b9\u9762\u7684\u80fd\u529b\u4e3a\u6211\u4eec\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u6027\uff0c\u5c24\u5176\u662f\u5728\u975e\u7ed3\u6784\u5316\u6570\u636e\u975e\u5e38\u4e30\u5bcc\u7684\u9886\u57df\u3002 <\/p>\n\n

\u7136\u800c\uff0c\u8ba4\u8bc6\u5230\u4ed6\u4eec\u7684\u5c40\u9650\u6027\u4e5f\u540c\u6837\u91cd\u8981\u3002LLMs \u5bb9\u6613\u4ea7\u751f\u6211\u4eec\u6240\u8bf4\u7684 “\u5e7b\u89c9”–\u5728\u6ca1\u6709\u4efb\u4f55\u4e8b\u5b9e\u4f9d\u636e\u7684\u60c5\u51b5\u4e0b\u4ea7\u751f\u4e0d\u6b63\u786e\u7684\u4fe1\u606f\u3002\u6b64\u5916\uff0c\u867d\u7136\u5b83\u4eec\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u6a21\u62df\u903b\u8f91\u63a8\u7406\uff0c\u4f46\u5374\u7f3a\u4e4f\u771f\u6b63\u7684\u7406\u89e3\u529b\uff0c\u800c\u7406\u89e3\u529b\u5bf9\u4e8e\u5e38\u8bc6\u63a8\u7406\u548c\u7ec6\u81f4\u5165\u5fae\u7684\u51b3\u7b56\u81f3\u5173\u91cd\u8981\u3002\u4e86\u89e3\u8fd9\u4e9b\u6a21\u578b\u7684\u957f\u5904\u548c\u77ed\u5904\u5bf9\u4e8e\u786e\u5b9a\u5b83\u4eec\u5728\u7ec4\u7ec7\u4e2d\u7684\u4f5c\u7528\u81f3\u5173\u91cd\u8981\u3002 <\/p>\n\n

\u8bc4\u4f30\u91d1\u878d\u670d\u52a1\u4e1a\u6cd5\u5b66\u7855\u58eb\u7684\u5546\u4e1a\u6848\u4f8b<\/strong> <\/p>\n\n

\u5bf9\u4e8e\u9996\u5e2d\u6267\u884c\u5b98\u6765\u8bf4\uff0c\u4ed6\u4eec\u6700\u5173\u5fc3\u7684\u662f\u786e\u5b9a\u5c06 LLM \u6574\u5408\u5230\u4e1a\u52a1\u8fd0\u8425\u4e2d\u7684\u6f5c\u5728\u6295\u8d44\u56de\u62a5\u7387\uff08ROI\uff09\u3002\u4ef7\u503c\u4e3b\u5f20\u53d6\u51b3\u4e8e\u8fd9\u4e9b\u6a21\u5f0f\u80fd\u5426\u6709\u6548\u5730\u6ee1\u8db3\u4f01\u4e1a\u7684\u7279\u5b9a\u9700\u6c42\u3002 <\/p>\n\n

\u6700\u7d27\u8feb\u7684\u95ee\u9898\u662f\uff0c\u4e3b\u8981\u63a5\u53d7\u5e7f\u6cdb\u4e92\u8054\u7f51\u6570\u636e\u57f9\u8bad\u7684\u666e\u901a\u6cd5\u5b66\u7855\u58eb\u662f\u5426\u62e5\u6709\u8db3\u591f\u7684\u7279\u5b9a\u9886\u57df\u77e5\u8bc6\uff0c\u4ece\u800c\u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\u53d1\u6325\u4f5c\u7528\u3002\u7b54\u6848\u5f80\u5f80\u662f\u5426\u5b9a\u7684–\u8fd9\u4e9b\u6a21\u578b\u9700\u8981\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u5173\u6ce8\u60a8\u4e1a\u52a1\u7684\u7279\u6b8a\u6027\u3002\u5fae\u8c03\u5305\u62ec\u5bf9\u6a21\u578b\u8fdb\u884c\u8c03\u6574\uff0c\u4f7f\u5176\u4e13\u95e8\u9488\u5bf9\u60a8\u7684\u9886\u57df\uff0c\u786e\u4fdd\u5176\u63d0\u4f9b\u76f8\u5173\u548c\u51c6\u786e\u7684\u8f93\u51fa\u3002 <\/p>\n\n

LLM \u5728\u91d1\u878d\u670d\u52a1\u9886\u57df\u7684\u5e94\u7528\u6f5c\u529b\u5de8\u5927\u3002\u4ece\u81ea\u52a8\u751f\u6210\u5ba2\u6237\u62a5\u544a\u548c\u5206\u6790\u5e02\u573a\u60c5\u7eea\uff0c\u5230\u52a0\u5f3a\u98ce\u9669\u548c\u76d1\u7ba1\u62a5\u544a\uff0c\u8fd9\u4e9b\u6a21\u578b\u53ef\u4ee5\u5927\u5927\u51cf\u5c11\u8fd9\u4e9b\u4efb\u52a1\u6240\u9700\u7684\u65f6\u95f4\u548c\u8d44\u6e90\u3002\u6b64\u5916\uff0c\u8fd9\u4e9b\u6a21\u578b\u8fd8\u80fd\u4ece\u5404\u79cd\u6765\u6e90\uff08\u5982\u8d22\u52a1\u62a5\u8868\u6216\u6cd5\u5f8b\u6587\u4ef6\uff09\u4e2d\u63d0\u53d6\u3001\u4e92\u8054\u548c\u6c47\u603b\u6570\u636e\uff0c\u4e3a\u4e13\u4e1a\u4e1a\u52a1\u7528\u6237\u63d0\u4f9b\u6709\u4ef7\u503c\u7684\u89c1\u89e3\u3002 <\/p>\n\n

\u7136\u800c\uff0c\u8981\u5145\u5206\u5229\u7528\u8fd9\u4e9b\u80fd\u529b\uff0c\u5fc5\u987b\u5c06\u4e1a\u52a1\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\u4e0e\u6280\u672f\u76f8\u7ed3\u5408\u3002\u5355\u9760\u6570\u636e\u79d1\u5b66\u5bb6\u53ef\u80fd\u4e0d\u5177\u5907\u5fc5\u8981\u7684\u77e5\u8bc6\uff0c\u65e0\u6cd5\u6709\u6548\u5730\u5bf9\u6a21\u578b\u8fdb\u884c\u5fae\u8c03\uff0c\u4ee5\u5b8c\u6210\u4e13\u4e1a\u4efb\u52a1\u3002\u8ba9\u4e1a\u52a1\u4e13\u5bb6\u53c2\u4e0e\u5f00\u53d1\u8fc7\u7a0b\u53ef\u786e\u4fdd\u4eba\u5de5\u667a\u80fd\u7b26\u5408\u7ec4\u7ec7\u7684\u7279\u5b9a\u9700\u6c42\uff0c\u4ece\u800c\u63d0\u9ad8\u6210\u529f\u5b9e\u65bd\u7684\u53ef\u80fd\u6027\u3002 <\/p>\n\n

\u5b9a\u5236\u4e0e\u6807\u51c6\u5316\uff1a\u8fdb\u884c\u6b63\u786e\u7684\u6295\u8d44<\/strong> <\/p>\n\n

\u51b3\u5b9a\u5f00\u53d1\u5b9a\u5236\u7684 LLM \u8fd8\u662f\u5229\u7528\u7b2c\u4e09\u65b9\u89e3\u51b3\u65b9\u6848\u662f\u53e6\u4e00\u4e2a\u91cd\u8981\u7684\u8003\u8651\u56e0\u7d20\u3002\u5728\u91d1\u878d\u670d\u52a1\u7b49\u9ad8\u5ea6\u53d7\u76d1\u7ba1\u7684\u884c\u4e1a\u4e2d\uff0c\u8bb8\u591a\u516c\u53f8\u90fd\u5728\u76f8\u540c\u7684\u5408\u89c4\u8981\u6c42\u4e0b\u8fd0\u8425\uff0c\u8fd9\u5c31\u4ea7\u751f\u4e86\u4e00\u4e2a\u95ee\u9898\uff1a\u662f\u5426\u503c\u5f97\u6bcf\u5bb6\u516c\u53f8\u6295\u8d44\u5f00\u53d1\u81ea\u5df1\u7684\u5b9a\u5236\u6a21\u578b\uff1f <\/p>\n\n

\u5bf9\u8bb8\u591a\u4eba\u6765\u8bf4\uff0c\u7b54\u6848\u53ef\u80fd\u662f\u5426\u5b9a\u7684\u3002\u76f8\u53cd\uff0c\u4f9d\u9760\u4e13\u95e8\u4e3a\u6574\u4e2a\u884c\u4e1a\u7684\u5408\u89c4\u6027\u521b\u5efa\u5fae\u8c03\u6a21\u578b\u7684\u7b2c\u4e09\u65b9\u4f9b\u5e94\u5546\u53ef\u80fd\u4f1a\u66f4\u6709\u6548\u7387\u3002\u8fd9\u79cd\u65b9\u6cd5\u53ef\u4ee5\u964d\u4f4e\u6210\u672c\uff0c\u786e\u4fdd\u4e00\u81f4\u6027\uff0c\u4ece\u800c\u817e\u51fa\u8d44\u6e90\uff0c\u4e13\u6ce8\u4e8e\u5b9a\u5236\u6a21\u578b\u53ef\u4ee5\u63d0\u4f9b\u663e\u8457\u7ade\u4e89\u4f18\u52bf\u7684\u9886\u57df\u3002 <\/p>\n\n

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\u9ad8\u7ba1\u7684\u6218\u7565\u6b65\u9aa4<\/strong> <\/p>\n\n

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    \n
  1. \u786e\u5b9a\u5177\u6709\u5f71\u54cd\u529b\u7684\u6218\u7565\u9886\u57df<\/strong>\uff1a\u786e\u5b9a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5728\u54ea\u4e9b\u65b9\u9762\u53ef\u4ee5\u63d0\u4f9b\u660e\u663e\u7684\u7ade\u4e89\u4f18\u52bf\u3002\u8fd9\u9700\u8981\u5bf9\u6280\u672f\u80fd\u529b\u4ee5\u53ca\u4f01\u4e1a\u9762\u4e34\u7684\u5177\u4f53\u6311\u6218\u548c\u673a\u9047\u6709\u900f\u5f7b\u7684\u4e86\u89e3\u3002 <\/li>\n<\/ol>\n\n
      \n
    1. \u5f00\u5c55\u8be6\u7ec6\u7684\u63a2\u7d22\u9636\u6bb5<\/strong>\uff1a\u5728\u8fdb\u884c\u91cd\u5927\u6295\u8d44\u4e4b\u524d\uff0c\u5e94\u5f00\u5c55\u5168\u9762\u7684\u63a2\u7d22\u9636\u6bb5\uff0c\u63a2\u7d22\u6f5c\u5728\u7528\u4f8b\u5e76\u8bc4\u4f30\u5176\u53ef\u884c\u6027\u3002\u8fd9\u9700\u8981\u8de8\u804c\u80fd\u56e2\u961f\u7684\u53c2\u4e0e\uff0c\u5305\u62ec\u6280\u672f\u4e13\u5bb6\u548c\u4e1a\u52a1\u9886\u5bfc\uff0c\u4ee5\u786e\u4fdd\u6240\u6709\u89c2\u70b9\u90fd\u5f97\u5230\u8003\u8651\u3002 <\/li>\n<\/ol>\n\n
        \n
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          \n
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            \u5728\u8fd9\u4e2a\u4e16\u754c\u4e0a\uff0c\u5feb\u901f\u51c6\u786e\u5730\u5904\u7406\u548c\u5206\u6790\u4fe1\u606f\u7684\u80fd\u529b\u8d8a\u6765\u8d8a\u91cd\u8981\uff0c\u4eba\u5de5\u667a\u80fd\u751f\u6210\u6280\u672f\u4e3a\u91d1\u878d\u670d\u52a1\u90e8\u95e8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\u96c6\u3002\u5173\u952e\u662f\u4e0d\u8981\u628a\u8fd9\u79cd\u6280\u672f\u5f53\u4f5c\u4e07\u80fd\u836f\uff0c\u800c\u5e94\u5c06\u5176\u4f5c\u4e3a\u4e00\u79cd\u6218\u7565\u8d44\u4ea7\u6765\u5bf9\u5f85–\u53ea\u8981\u7ecf\u8fc7\u6df1\u601d\u719f\u8651\u7684\u6574\u5408\uff0c\u5c31\u80fd\u4e3a\u4f01\u4e1a\u5e26\u6765\u5de8\u5927\u4ef7\u503c\u3002 <\/p>\n\n

            \u5728\u4f01\u4e1a\u8003\u8651\u4e0b\u4e00\u6b65\u884c\u52a8\u65f6\uff0c\u8bf7\u8bb0\u4f4f\u4eba\u5de5\u667a\u80fd\u8ba1\u5212\u7684\u6210\u529f\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u6280\u672f\u3002\u8fd9\u6d89\u53ca\u5230\u5c06\u4eba\u5de5\u667a\u80fd\u4e0e\u516c\u53f8\u7684\u6218\u7565\u76ee\u6807\u76f8\u7ed3\u5408\u3001\u6574\u5408\u6b63\u786e\u7684\u4e13\u4e1a\u77e5\u8bc6\u4ee5\u53ca\u5728\u9762\u5bf9\u53d8\u5316\u65f6\u4fdd\u6301\u9002\u5e94\u6027\u3002\u7262\u8bb0\u8fd9\u4e9b\u539f\u5219\uff0c\u4f01\u4e1a\u5c31\u80fd\u4fe1\u5fc3\u5341\u8db3\u3001\u9ad8\u77bb\u8fdc\u77a9\u5730\u9a7e\u9a6d\u91d1\u878d\u670d\u52a1\u9886\u57df\u7684\u6280\u672f\u53d8\u9769\u3002 <\/p>\n\n

            \u8c22\u83f2\u5c14\u5fb7-\u970d\u6c83\u65af\u7684\u53d8\u9769\u54a8\u8be2\u4e1a\u52a1\u4e3a\u6211\u4eec\u7684\u5ba2\u6237\u7ec4\u5408\u63d0\u4f9b\u91d1\u878d\u6280\u672f\u9886\u57df\u5185\u7684\u5173\u952e\u6218\u7565\u548c\u8f6c\u578b\u53d8\u9769\u652f\u6301\uff0c\u5176\u4e2d\u5305\u62ec\u4eba\u5de5\u667a\u80fd\u3001\u5927\u6570\u636e\u4ee5\u53ca\u4ea4\u6613\u6240\u3001\u9500\u552e\u548c\u4ea4\u6613\u7684\u6f14\u53d8\u3002 <\/p>\n\n

            Marcus Hooper<\/a> is an advisor for our practice and Adriaan Hugo is the Director of our consulting practice. To contact the team please reach out to Adriaan<\/a>.<\/p>\n","protected":false},"excerpt":{"rendered":"

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